Download data.js from Xueqing/HERCULEAN: direct link, hf CLI and curl.
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- Download file 210 kB
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https://huggingface.co/spaces/Xueqing/HERCULEAN/resolve/main/data.js
- Command line
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hf download hf://spaces/Xueqing/HERCULEAN/data.js
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curl -L -o data.js https://huggingface.co/spaces/Xueqing/HERCULEAN/resolve/main/data.js
210 kB
| window.HERC = {"meta":{"configs":30,"runs":3,"auditInstances":67,"offlineWindow":["2026-01-02","2026-03-31"],"offlineDays":61,"liveWindow":["2026-08-03","2026-09-30"],"liveDays":42,"liveConfigs":{"Trading":["Claude Code|GPT-5.4","OpenClaw|DeepSeek-V4-Pro","OpenClaw|GPT-5.4"],"Hedging":["Claude Code|Qwen3.5-4B","Claude Code|Qwen3.5-9B","OpenClaw|Qwen3.5-4B"],"Market Insights":["Claude Code|DeepSeek-V3.2","Claude Code|Qwen3.5-4B","Hermes|DeepSeek-V4-Pro"]},"liveRule":"Per market workflow, the top-3 (harness, backbone) configurations by mean annualised Sharpe over runs 1-3 in the offline window (2026-01-02..03-31, experiment `main`), fixed before any post-window run. Insights ranked by rating-implied return Sharpe (report-quality judging not yet available at selection time).","insightsRubric":["content accuracy","evidence fidelity","reasoning quality"],"actionsNote":"Daily strips show run 1 of 3 (Hedging: first run with the most frequent pair). A day without a committed record is scored as HOLD (Trading/Hedging) or flat (Market Insights); a missing Auditing submission counts as a schema error."},"agents":["ReAct","Claude Code","Codex","Hermes","OpenClaw"],"models":["Claude Sonnet 5","GPT-5.4","DeepSeek-V3.2","DeepSeek-V4-Pro","Qwen3.5-9B","Qwen3.5-4B"],"workflows":["Trading","Hedging","Market Insights","Auditing"],"tradeAssets":["MSFT","TSLA","AAPL","NVDA"],"scores":[{"agent":"Hermes","model":"DeepSeek-V4-Pro","Trading":53.45,"Hedging":63.22,"Market Insights":87.24,"Auditing":93.1},{"agent":"OpenClaw","model":"DeepSeek-V4-Pro","Trading":68.39,"Hedging":48.28,"Market Insights":75.63,"Auditing":96.55},{"agent":"ReAct","model":"GPT-5.4","Trading":61.49,"Hedging":89.66,"Market Insights":73.09,"Auditing":31.03},{"agent":"OpenClaw","model":"GPT-5.4","Trading":69.83,"Hedging":67.82,"Market Insights":61.57,"Auditing":46.55},{"agent":"Codex","model":"GPT-5.4","Trading":36.21,"Hedging":82.76,"Market 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5|AAPL":"BSSSSSBBBBBSBBBBBBBBBBBBBBBBBHSBHSBBBBBHBSSSSBBBSBBBSSSBBBBSS","Claude Code|Claude Sonnet 5|MSFT":"BBSBBHBBSBSSSSSBBHBHSSSBSBBHHSSSSSSSBBBBBBBBBBBBBSBBHSSSSSHSH","Claude Code|Claude Sonnet 5|NVDA":"BBBBBBBBBSBBHBBBBBBBBBHHSBBBBHHBBBBBBBHSBHBBSBBBBBBBHSSSSBSSS","Claude Code|Claude Sonnet 5|TSLA":"SSHSSSHBBSSSSBBBSHBSBSSSSBBBBHBSSSBSSBHSBSBBSHHBSSBBSSSSBBSSS","Codex|DeepSeek-V3.2|AAPL":"SSSSHBBBSHBSBBBBBHBBBBBBHHBBBSSBHBBHBBBSHSSSSHSHSSSSHSHSHBBBS","Codex|DeepSeek-V3.2|MSFT":"BSHBBSBHHBBSSHBBBBBBBBSBBBBSSBSBBSHBBBBSBBBBBBHHHSHHSHBBSBSBB","Codex|DeepSeek-V3.2|NVDA":"BBBBBHBHBSBHBBHBBBHBBSSHBBBBBBHBBBBBBBSHSSBSBHBBSSHSSSBSSHBBS","Codex|DeepSeek-V3.2|TSLA":"SSSHSSSHBSSSSHBHHSHBSSHSBHSHBBHHHSSSHBSSSSBBSBSBSSHBSSHSSSSHB","Codex|DeepSeek-V4-Pro|AAPL":"SSHBSHBBBBSHBBBBBHBBBBBBBBHHBSSSHSBBBBBSSBSSSSBBSHSHSSBBBBSSS","Codex|DeepSeek-V4-Pro|MSFT":"HSSBBSBSSBSBBBBBBBHBHBBBSBBSHHBSHBBBBBBBBBBBBBSBSSHSSHBSBSHBB","Codex|DeepSeek-V4-Pro|NVDA":"BBBSBHSHBSBBSBBBBBBBBSSSSBBBBBSBBBBBBBSSBSBHSBBBBSBSSSSHSBSSS","Codex|DeepSeek-V4-Pro|TSLA":"SSHSSHHBHSSSSHBBSSHBBSSHSHSBBBBSSHHSBBBSBHBBSBSBSSSBSSSBBSSSS","Codex|GPT-5.4|AAPL":"SSSHBBBBBBBBSBBBBBBBBBBBBBBBBBSHHHBBBBBSSHSSSSHBSSSBSSSSSBBSS","Codex|GPT-5.4|MSFT":"BSSBBSHHSBBBBHBBBBSSSBSBSSBSSSSBBHHSSBSBBBBBBBHBBSHHSBSSBBBSS","Codex|GPT-5.4|NVDA":"BBBSBSSBBSBBSBBBBBBBBBBBSBBBBBSBBBBBBBSBSSBBSBBBBBSSSSSSSBSSS","Codex|GPT-5.4|TSLA":"SSSSSSSBSSSSSSBBSSSSSSSSSSHBBSSSSSHSHBSSBSBBSSSBSSSSSSSSBSSBS","Codex|Qwen3.5-4B|AAPL":"HHHSHHBHBHBHHHHBHHH-BHHBHHBHHBHHHHHHBBHHHHHHHHHHHBHHHHBHHHHHB","Codex|Qwen3.5-4B|MSFT":"HHHBBHHHHHBHBHBHBHBBHBSHBHBHHHHSBHBBHHBHHBHHBHHBHBHHHHHBHBSHH","Codex|Qwen3.5-4B|NVDA":"BHHBHBHHHHBHHHHHBHBHBHHBHBHBHHBHBHBHBHHBHHHH-HBHHHHHHHBHHBSHB","Codex|Qwen3.5-4B|TSLA":"HHHHHHHHHHHHHBHBHHHHHHHBHHHHBHHHHHBHHBHHHHBHHHHHHHHBHHHHHHHHS","Codex|Qwen3.5-9B|AAPL":"HHBHHBHHHBHBSSBHHBHBHBBBBHBBBSBHBSBBHBHHBSSHBHBSSHBBHHSBHHBSS","Codex|Qwen3.5-9B|MSFT":"BSSBHHHHHSBHBSHHHBHBBBHHBBHHBHBHBSBHHBBHHBBHBSBHBHBHHBBHBBHHB","Codex|Qwen3.5-9B|NVDA":"BBBHBSBBBHBHBSSBHBHBBSHSBHBHBHSBHBHBHBSSBSHHHHBHBHHHBBSHHBSSS","Codex|Qwen3.5-9B|TSLA":"SHBHHSBHHSBSBHBBHHHHHSSHHHBSBHBSBHBSHBHHBHBHHHHBHHHHHSBSBHSSS","Codex|Claude Sonnet 5|AAPL":"SSSSSSHBBBSSBBBBBBBBBBBBBBBBBHSBBSBBBBBHHBSSSBBBSSSBSSSBBBBSS","Codex|Claude Sonnet 5|MSFT":"BSSBBHBHSBSBBSBBBBBHSSSHSHBSSSSSSSHSHBBSBBBBBBBHSSBHSSSSSHSSS","Codex|Claude Sonnet 5|NVDA":"BBBBBSHBBSBHHBBBBBBBBBHSSBBBBHHBBBBBBBSSBSBBSBBBBSBBSSSSSBSSS","Codex|Claude Sonnet 5|TSLA":"SSBSSSBBBSSSSBBBSHBSHSSSSBBBBSBSSHHSBBSSBSBBSBHBSSHBSSSBBBSSS","Hermes|DeepSeek-V3.2|AAPL":"HSHHBBBBHBBBHBBBBBHBBBBHSHBHBSHBHSBBBBBHBHSHSBSHBHBSSSHSBBHHB","Hermes|DeepSeek-V3.2|MSFT":"BBHSBSHSBBHBBHBHBBBSHSHSHSBSHBSHBHBHBHSBBBBBBBBBHSBHSSHSHBHBH","Hermes|DeepSeek-V3.2|NVDA":"BBHBBHHHBSBHBBSBBBBHBHSHBBHBBBSBBBBBBBHBHSSBSBBBBSSSSSSSSHBBH","Hermes|DeepSeek-V3.2|TSLA":"SHSSSBBHHSSHSHBHHSBBHSSHBBBBBHBSSSSHSBSHBSBBSHBBSSBBHHBSHSHSH","Hermes|DeepSeek-V4-Pro|AAPL":"SSSSSBBBBBSSBBBBBBBBBBBBBBSBBSSBSSBBBBBSBSSSSSBBSSSBSSBSBBBSS","Hermes|DeepSeek-V4-Pro|MSFT":"HBSHBHBHSSSSHBBBBBBBBHSBBBBHSSHSBHBSBBBSBBBBBBHSSSBSSSSSSSBBS","Hermes|DeepSeek-V4-Pro|NVDA":"BBHHBSSBBSBHSBBBBBBBBSSSSBBBBBSBBBBBBBSSBSBBSBBBBSBSSSSSSBSSS","Hermes|DeepSeek-V4-Pro|TSLA":"SSSSSBSBBSSSSBBBSSSHSSSSSBBBBSBSSSBSBBSSHSBBSBHBSSSBSSSSBBSSB","Hermes|GPT-5.4|AAPL":"SSSHSHBBBBBSSSHBBBBBBBBBBBBBBSSBBSBBBBBBSSSSSBSSSBSBSSSSBSBSS","Hermes|GPT-5.4|MSFT":"BBHBBHHHSBHBBSBBBBSSSSHBSHBSSSSSHSHBBBBSBBBBBBBBBSSSSBBSSSSSB","Hermes|GPT-5.4|NVDA":"BBBBBSSHHSBBSSBBBBBBBSSBSBBBBBSBBBBBBBSSSSBBSBBBHSBSSSSSSBBSS","Hermes|GPT-5.4|TSLA":"SSSSSSBHBSSSSHBBSSSSSSSSSSBBBSSSSSSSSBSSBSBSSSSBSSSBSSSBSSSSS","Hermes|Qwen3.5-4B|AAPL":"HH-HHBBHBHBHBHBHHBHBHBHBHBHBBH-HBSHBBHBHBHHHHHHHBHHHHBHBHHBHB","Hermes|Qwen3.5-4B|MSFT":"BHHBHBHHBSBHHHHBHBHHHBHBHHHHHHHHHBHBHBHHHHBHHBHHBHBHBHHHHBHBS","Hermes|Qwen3.5-4B|NVDA":"HB-HBHBHBHBHHHHBHBBBHHHHBBBHBBHHBHHBBBHHHHBH-HHBHHHHHHBHHBHHB","Hermes|Qwen3.5-4B|TSLA":"HHHHHHHHHHBHHHBHHHHBHH-HHBHBHHHHHHHHHBHHHHHHHHHBBHHHBHHHHHHHH","Hermes|Qwen3.5-9B|AAPL":"HHHBHBHHHHBBHBHBHHBBBBHBHBHHBSSHHHHHBHBHSSSSSSBSSSSHHBSSSHHSS","Hermes|Qwen3.5-9B|MSFT":"BHHHBHHHBHHHHBBBHBBSSBHSBHBHHHHBHHBSBHBSBHBBBBBHHBHHBHBHBBHSB","Hermes|Qwen3.5-9B|NVDA":"HBHBHHBBHHBHHHBHHBBBHBHHHBBHHBSHBBBBBBHHHHHHHHBBHHHHBSHHHBSHH","Hermes|Qwen3.5-9B|TSLA":"HHHBSHBHHHHHSBHBHHHBHHHBHBHBBHHHBHBHHBHHHHBHHHHHHSSSSSSSBBHHH","Hermes|Claude Sonnet 5|AAPL":"BSSSHBBBBBBSBBBBBBBBBBBBBBBBBHSBBSBBBBBHBSSSSBBBSSSBSSSBBBBSS","Hermes|Claude Sonnet 5|MSFT":"BHSBBHBHSSSBSSBBBBBSSSSBHBBSSSSSHBBSBBBBBBBBBBBBBSBHSSSSHBSSS","Hermes|Claude Sonnet 5|NVDA":"BBBBBHSHBSBHHBBBBBBBBBHSSBBBBHHBBBBBHBHSBSBBSBBBBHBHHSSSSBSSS","Hermes|Claude Sonnet 5|TSLA":"SSBSSSBBBSSSSBBBSSBSBSSSSBBBBHBSSBBSBBHSBSBBSBBBSSBBSSSBBBSSS","OpenClaw|DeepSeek-V3.2|AAPL":"BSHBSHBBBBHBHBBHBHBBBHBHBHBBHHBHBSHBBBBSHSSSHSHBSHBBHSHBHBHBB","OpenClaw|DeepSeek-V3.2|MSFT":"BBBHBHBHSBHBBBSBHBBBHBSHBHBHSHBSBBBHHBBBBBSBHBHSSHBHSHBSBBHSH","OpenClaw|DeepSeek-V3.2|NVDA":"BBHBBHSHBSBBSHBBBBBBBSSHBBBBBBSBBBBHHBHBHSBHSBHBHBBHSBSSBHSBS","OpenClaw|DeepSeek-V3.2|TSLA":"SSHSSHHBHSSSSSBBSHBBSSHBHBSBBHSSSHHBHBSSHBBHSHBBSSBBSHSSHSSSH","OpenClaw|DeepSeek-V4-Pro|AAPL":"SSSSSBBBBBBHHBBBBBBBBBBBHBBHBHSSSSBBBBBSSBSSSBBSSSBSSSBSBBBSS","OpenClaw|DeepSeek-V4-Pro|MSFT":"HSSBHSHSSSHSBBBBBBSBSSSSSBBSSHBBBBHBBBBHBBBBBBHHSSBHSSHSHBBSB","OpenClaw|DeepSeek-V4-Pro|NVDA":"BBHSBSSSSSBSBBBBBBBBBSSSSBBBBSSBBBBBBBBSBSBHSBBBBSBSSSSBSBSSS","OpenClaw|DeepSeek-V4-Pro|TSLA":"SSSSSBBBSSSSSBBBSSBSBSSSBBSBBSBSSBBSSBSSBSBBSBSBSSSBSSSBBBSSS","OpenClaw|GPT-5.4|AAPL":"SSSSSBBBBBBSBHBBBBBBBBBBBBBBBSSSHSBBBBBSSSSSSBBBSBSBSSBSBBBSS","OpenClaw|GPT-5.4|MSFT":"BSSBBBBHSSBBBSBBHSSBBSSBSBBSSSBBSSSSBBSSBBBBBBBBBSSSSSSSSSSSH","OpenClaw|GPT-5.4|NVDA":"BBBSBSBHHSBHBSBBBBBBBSSBBBBBBHSBBBBBBBSSSSBBSBBBHHSSSSBSSBSBS","OpenClaw|GPT-5.4|TSLA":"HSBSSBBBBSSSSBBBSSBSSSSSSBBBBSSSSSSSBBSSBSSBSSSBSSSBSSBBSSSSS","OpenClaw|Qwen3.5-4B|AAPL":"HHHBHHBHBSBHBHBHB-HBHBHB-H-HHHHBH--BHB-HHBSHB-HHHH-HHHBHHHHHB","OpenClaw|Qwen3.5-4B|MSFT":"HHHHBHHHHBHHBSBHHBBHHHBHHHH-HB-SHHHBHBHHBHBHHBHHHHHHHHHBH-HHH","OpenClaw|Qwen3.5-4B|NVDA":"BHBSBHHHB--HBHHBHBHBHHHHBBBSBHHBHBHBHHS-HBSH-HBHHHHHH-HHHHHH-","OpenClaw|Qwen3.5-4B|TSLA":"HHHHHHHBHHHHHHBHHHHHHHHHBHHHBH-H-HHBHBHH-SBHHHHHHHHH-BHHHHHBH","OpenClaw|Qwen3.5-9B|AAPL":"HHHHBHHBHBHBHBBHB-SHB-BSHBH-BSHH-SHBHBHHHHHH-HHH-HH-HHSHHHBHH","OpenClaw|Qwen3.5-9B|MSFT":"BHB-BHHHBS-HBB-BBBBBBSBB-HBSSHHBHBH-BBBHBBBBBHHBSBH--HBHHBSHH","OpenClaw|Qwen3.5-9B|NVDA":"BBHBBH-B-HBHSBHBHBBBB--HBHB-BBSSHBHBBBHBS-BHBBHBHHB-HH-BH-HBS","OpenClaw|Qwen3.5-9B|TSLA":"HSSHSBHHHHHBSBBHH-HHBHH-BHHBBHB-HHHBHBSBHHB-SH-BS-BHHSHHBBH--","OpenClaw|Claude Sonnet 5|AAPL":"SSSSSHBBBBBSBBBBBBBBBBBBBBBBBHSBBHBBBBBHBBSSSBBBSSBBSSSSBBBSS","OpenClaw|Claude Sonnet 5|MSFT":"BBHBBHBHSSSHSHBBBBBHSSSHSSBSSSSSSSSSBBBSBBBBBBBBHSBHSSSSSSSSH","OpenClaw|Claude Sonnet 5|NVDA":"BBBBBBBHBHBBHBBBBBBBBBHSSBBBBBHBBBBBBBHSBSBBSBBBBHBHHSSSSBSSS","OpenClaw|Claude Sonnet 5|TSLA":"SSBSSHBBBSSSSBBBSSBSBSSSSSBBBSHSSSBSBBSSBSBBSBBBSSBBSSBBBBSSS","ReAct|DeepSeek-V3.2|AAPL":"SSSHSBBBBBBSHBSBBHHBBHBHHBBHBHSBSHSHBBBHSSSHSSSSSHSHSHBBHSSBH","ReAct|DeepSeek-V3.2|MSFT":"BSHBBHHSSBHBBHSHBBHBBBBHSHBSHBHBHBBBHSBBSBBBBBBSSHBSSSSBBBSBB","ReAct|DeepSeek-V3.2|NVDA":"BBBHBBSHBSBSBBBBBBBBHSBBSBBBBBSBBBBHBBHSSHHBHBHBHSBSSSHSSSHHB","ReAct|DeepSeek-V3.2|TSLA":"BSSSSSHHSSSSSHBHHHBSBBSHBSSBBBSSHSSSBSSSHSBHSBSBSSBHBSHSHSSHS","ReAct|DeepSeek-V4-Pro|AAPL":"SSSHBHBBBBBBHBBBBHBBBBBBHHH-HHSHHSBBBBBSSSSSHBBHSSHBSSBBBBBBS","ReAct|DeepSeek-V4-Pro|MSFT":"BSSBBSBSBSBBBBBBBBBHBSHHBBBSSSSSBBBSBBBBBBBBBBHSSSHSSSHBBHBBB","ReAct|DeepSeek-V4-Pro|NVDA":"BHHSHSSHBSBBSBBBBBBBBSSSSBBBBBSBBBBBBBSSSHBBSBBBBHBSSSSHSBSSS","ReAct|DeepSeek-V4-Pro|TSLA":"SSSSSSSHHSSSSHBBHHBSHSSSSHHBBSHHSSHSHBSSHSHBSBSBSSSBSSHBBSSSS","ReAct|GPT-5.4|AAPL":"HSSSSBBBBBBSBBBBBBBBBBBBBBBBBSSHHSBBBBBSSSSSSSBSSHHBSSSSBBBSS","ReAct|GPT-5.4|MSFT":"BBSBBBBBSBSBBBBBBHSSBSSBSHBSSSSSSSHSSBBSBBBBBBBBBSBH-SSSSSSHB","ReAct|GPT-5.4|NVDA":"BBBBBSSBBSBBSBBBBBBBBSBSBBBBBHHBBBBBBBSSBSBBBBBBBSBSSSBSSBSSS","ReAct|GPT-5.4|TSLA":"SSBSSSBBBSSSSSBBSSSSSSSSHBBBHSBSSSSSSBSSBSSBSBSSSSSBSSBSBSSSS","ReAct|Qwen3.5-4B|AAPL":"BHBHBHBHBSSHBHBBHBHBHHBHHBHHBSSSBHBHBSHBHBBHHBHHBHHHHHBHBHHBH","ReAct|Qwen3.5-4B|MSFT":"BHHHHBHHHHHBHBHBHBHBHHHBHHBBSBHBHHBHBHHHBHHBHBHHHHBHBHBHHBSSS","ReAct|Qwen3.5-4B|NVDA":"BHBHBHHBHSBHBHBHBHBHBSSHBBHBHHHBBHBHHBBHHHHHHHHBHHHBSSSHHBSBH","ReAct|Qwen3.5-4B|TSLA":"HSHHHHHHHHHHBHBBHHBSHHHHSHHBHBHHHHHHHHHHHHBHHHHSBHHHHHBHHHHHH","ReAct|Qwen3.5-9B|AAPL":"BHBHBBHBHBHBBBBHBBSBBHBHBSBHBHBHHSHBBHBHBHHBHBHHBSSBSHBHBHHBH","ReAct|Qwen3.5-9B|MSFT":"BHBHBHHBSHHBBHBBBBBHBBHBHBBSBHBSBHBBBHBHHBHBHBHBHSHBSHBSSBSHH","ReAct|Qwen3.5-9B|NVDA":"BHBHBHHBBSBHHBHBBHBHBSSHBBHBBHBBHBBBBBSSSSBHBBBHBHBHSSHBBBBHH","ReAct|Qwen3.5-9B|TSLA":"HHBSHBSSSSSSSSBBSHHBHHHBBHBBBHHHHHHHHBHHHHBHBHHBHBBBHHBHHHBSS","ReAct|Claude Sonnet 5|AAPL":"SSSSSHBBBBHHBBBBBBBBBBBBBBBBBHSBBSBBBBBBBBHHSBBBHBBBHSSBBBBSS","ReAct|Claude Sonnet 5|MSFT":"HSSBBHBHBBSBSSHBBBBHSSHBSHBHSSSSHBBHBBBSBBBBBBBBHSBHSSSSHBSHB","ReAct|Claude Sonnet 5|NVDA":"BBBBBBHHBHBBHBBBBBBBBBSSSBBBBBBBBBBBBBHSBBBBBBBBHHBHSSSBBBHHS","ReAct|Claude Sonnet 5|TSLA":"SSBSSSBBBSHSSBBBHHBSBSSSSBBBBHBHSHHSHBHSBSBBSBSBHSHHSSHBBBSSS"},"hedgingActions":{"Claude Code|DeepSeek-V3.2":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCRHHHHCHHLRHHHH","Claude Code|DeepSeek-V4-Pro":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLRHHHHHHHHLHRHHHHHHHHHHH","Claude Code|GPT-5.4":"HRHHHHCLHHCHLCRHHHLCRHCRHHHHHHHHCHHHHHHHHHHHHLCHHLHHHHHCRHHCL","Claude Code|Qwen3.5-4B":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLHHHHHHHHHHHHHH-HHHHHHHHHHHH","Claude Code|Qwen3.5-9B":"LHHHHHHHHCHHHHHHHHRHHCLCLHCLHHHHHHHHHHHHHCHLHHRHHCRHHHHHHLHRC","Claude Code|Claude Sonnet 5":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","Codex|DeepSeek-V3.2":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLRCHLHHHHHHHCLHRHHLHHHHH","Codex|DeepSeek-V4-Pro":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLHRHHH","Codex|GPT-5.4":"LHHHHCLHCLCLHCLHCHHLHHHCLHCHHHHHHLCHHHHHHLCLCHHHHRCHHHHHLHHHH","Codex|Qwen3.5-4B":"RHHHCLCRHHCLCRHHHHHHHHHHHHCHLHCHHHHHHRHHHHHHHHHCLHHHHHRHHHCLC","Codex|Qwen3.5-9B":"LHHHHCHLHCHHHLLCLHRCRRLLHLRHLCHLHHHHHHHHHHCHRHLCLHHHRHLHHHHHH","Codex|Claude Sonnet 5":"RHHHHHHHHHHHHHHHHHHHHHLRHHLHHHRHHHHLCRHHHHHHHHHHHLRHHHHHHCHHH","Hermes|DeepSeek-V3.2":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLHHHHCLRHCLCLHHHHHHHHHHH","Hermes|DeepSeek-V4-Pro":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHRHHHLHHHHRHHHH","Hermes|GPT-5.4":"LHHHHCHHLHHHHHCHHHHLHHHHHCHHHHHHHHHHHHHHLHHHHRHHCHHHHHHHLHHHC","Hermes|Qwen3.5-4B":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHC","Hermes|Qwen3.5-9B":"RHHHHHLHRHHHHLRHLRHHHLHHHHHHHHHRHHHHHHHHHHHHHHHHHHHHHHHHCRHHH","Hermes|Claude Sonnet 5":"HRHHHHHHHHHHHHHHHHHCHRHHCHRHLRHHHHLHRHHHHHHHHHHCHHHHHLCHHHRHL","OpenClaw|DeepSeek-V3.2":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCRHHHHHHHHHHCRHHHHHLHRHHH","OpenClaw|DeepSeek-V4-Pro":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","OpenClaw|GPT-5.4":"LHHHHHHHHHHHHCHLCHHLHHHHHHHCLCLCHHHLCRCHHHHLHCHHHHHHHHHHLHHHC","OpenClaw|Qwen3.5-4B":"LHHCHLCLHHHHCHLHHHHHHHHHHHHHHHHHHHHHHCHHHLCHLHHHHHHHHHHHHHHHH","OpenClaw|Qwen3.5-9B":"RHHHHHHHHHHHHH-HLH-HCRLRLCLHHHH-HHHHHHHHHHHHHHHHHHHHHHHHHHHHH","OpenClaw|Claude Sonnet 5":"LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","ReAct|DeepSeek-V3.2":"---RHHHHHHHHHHHHCRHHHHHHHHHHHHHHHHCHHRHHHHHHHHHCHLRHHHHHHHHHC","ReAct|DeepSeek-V4-Pro":"RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLHHHHHHRHHHHHH","ReAct|GPT-5.4":"LHHHCHLHCLCLCLHHCHHLHHHCHHHLCHLCHHHHHHHHHHHLCHHHHHHHHHHHLHHHC","ReAct|Qwen3.5-4B":"-LHHHHHHHHHHHCRHHHHHHHHHHLHHHHHRHHLRHHLHHHHHHHRHHHHHHHHHHHHHH","ReAct|Qwen3.5-9B":"LLHHHHHHHHHHHHHHHHHHHHRHHLHRHRLHHHHHHHHHHHHLHHHHRRHLHHHHHHHHR","ReAct|Claude Sonnet 5":"LHHHHHHHHHHHHHHHHHHHCHHRLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH"},"pairs":{"Claude Code|DeepSeek-V3.2":"NVDA/MSFT","Claude Code|DeepSeek-V4-Pro":"NVDA/MSFT","Claude Code|GPT-5.4":"META/MSFT","Claude Code|Qwen3.5-4B":"GOOGL/TSLA","Claude Code|Qwen3.5-9B":"MSFT/AAPL","Claude Code|Claude Sonnet 5":"NVDA/TSLA","Codex|DeepSeek-V3.2":"MSFT/NVDA","Codex|DeepSeek-V4-Pro":"META/MSFT","Codex|GPT-5.4":"MSFT/NVDA","Codex|Qwen3.5-4B":"GOOGL/META","Codex|Qwen3.5-9B":"AAPL/MSFT","Codex|Claude Sonnet 5":"NVDA/MSFT","Hermes|DeepSeek-V3.2":"MSFT/NVDA","Hermes|DeepSeek-V4-Pro":"AMZN/GOOGL","Hermes|GPT-5.4":"MSFT/NVDA","Hermes|Qwen3.5-4B":"NVDA/TSLA","Hermes|Qwen3.5-9B":"AAPL/GOOGL","Hermes|Claude Sonnet 5":"META/MSFT","OpenClaw|DeepSeek-V3.2":"NVDA/MSFT","OpenClaw|DeepSeek-V4-Pro":"NVDA/MSFT","OpenClaw|GPT-5.4":"MSFT/NVDA","OpenClaw|Qwen3.5-4B":"AAPL/META","OpenClaw|Qwen3.5-9B":"META/MSFT","OpenClaw|Claude Sonnet 5":"META/MSFT","ReAct|DeepSeek-V3.2":"NVDA/MSFT","ReAct|DeepSeek-V4-Pro":"NVDA/MSFT","ReAct|GPT-5.4":"MSFT/NVDA","ReAct|Qwen3.5-4B":"MSFT/NVDA","ReAct|Qwen3.5-9B":"MSFT/NVDA","ReAct|Claude Sonnet 5":"META/MSFT"},"pairRuns":{"Claude Code|DeepSeek-V3.2":{"pair":"NVDA/MSFT","runs":3,"of":3,"shownRun":1},"Claude Code|DeepSeek-V4-Pro":{"pair":"NVDA/MSFT","runs":2,"of":3,"shownRun":1},"Claude Code|GPT-5.4":{"pair":"META/MSFT","runs":3,"of":3,"shownRun":1},"Claude Code|Qwen3.5-4B":{"pair":"GOOGL/TSLA","runs":1,"of":3,"shownRun":1},"Claude 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Code|DeepSeek-V3.2|AAPL":["SSHBBBBBBBBSBBBBBHHBBSBSSHBSHBSHBHBBBBHHBHSHBSHSHHBHHSBSSHBHH","HSHHHBHBHBBHBBBBBHBBBBBBBSBHBSBHHSHBBBBSHHHBBBBHSSHBHBBHBBBBB","SSSHSHBBBHHBBBBHBHBBBBBBHSHBHBHHHHSHBBBSSSSSSBSSSBHSSHSSBHBHH"],"Claude Code|DeepSeek-V3.2|MSFT":["BSHBBHHHBHBBHBBBBBBHBSHBBBBHBHBHBBBHBBBHBBBBBBBHBBBHBHHHBBBBB","BHHBBHBHHBHHBHHBBBBHBHBHBHBBBHSHBHBBHBBBHBBBBBHBSSHHHHSSHBBHB","BBHBBBHSHBBHBSHBBHBBHSHHBBHBHBBHBBBHBHBHBBBBBBBHSHBHHSSHBSHBB"],"Claude Code|DeepSeek-V3.2|NVDA":["BBBHBHSHHSBHSHHBBBBBBSHBSBBBBBHBBBBHHBHBBSBHSSBBBHBHBHHSHBSHH","BBBBBHSHHSHSHBBBBBBBBSSHSBBBHBHBBBBHHBSHSHBSSHBBBHBSHSSHHSHSS","BBBHBHBBBSHHHBHBBBBBBSHBHBBBBBSBBBBHHBSHHHBHBBHBHBHHSHHBHBHBS"],"Claude Code|DeepSeek-V3.2|TSLA":["SHHSHHSBHSSSSHBHHSHBHSHBHSHBBSHHHHHBHBHSHBBHSHHBSSSBSHBBHSBSB","SHHSSHHBSSSSSHBSSHHSHSSSSHBBBHHSHBHBSHSSHBBBHHHBSSHBSHBBHBHSS","SSHSSHSHHHSSSHBHHHHHBSHSHBBHBSBHHHHBHHHHBHBBSHBHHSBHHBSHHHBSS"],"Claude Code|DeepSeek-V4-Pro|AAPL":["SSSBHBBBBBBBHHBBBBBBBBBBBBBBHHSHHSHBBBBHSSSSSHHHSHHBHSHBBBBSS","SSSHBBSBBBBSBBBBBHBBBBBBBSBSHBSBSSBBBBBSBSSSSBBBSSBBSSHBBBBSS","SSSHSHBBBBHSBBBBBBBBBHBBHBBHHSSSSSBBBBBSBSSSSBBSSS-BSHSHBBBSH"],"Claude Code|DeepSeek-V4-Pro|MSFT":["BSSBBSBHSBSBSHBBBBHBHBHBBBBBHHHSHHHBBBBBBBBBBBHHSSHSSSSSHBHHB","BSBBBHBHSHBSBHBBBBHBHHBBHBBHSSHSHBBSBBBBBBBBBBHHSSBSSSHSBSSHB","BSSBBSBSSHBBHBSBBBBBBHHBBBBHHBBSBHHBBBBBBBBBBBBSHSBBSSSSS-SSS"],"Claude Code|DeepSeek-V4-Pro|NVDA":["BBBBBHSHHSBHBBBBBB-BBSHSSBBBBBSBBBBBBBHSBHBBSBBBBSSSSBSSSBBSS","BHSSHSSHBSBHSHBBBBBBBSSSSBBBBBSBBBBBBBHBHHBBSBBBBSBBSSSSSSSHS","BBSSBSSSSSBSBSBBBBBBBSSSHBBBBBHBBBBBBBSSBSBBSBBBBHSSSSBBSBSBB"],"Claude Code|DeepSeek-V4-Pro|TSLA":["SSSSSSHBBSSSSBBBSHBSSSSSBBBBBBBSHBSSSBSSBSBBSBSBSSSBSSSBBBSSB","SSHSSHSBSSSSSHBBSSBHSSSSHBBBBHHSSHHSHBSSSHBBSBSBSSBBSSSBBSSHS","SSSSSHSHHSSSSHBBSSHSHSSSSHHBBSBSSHHSSBSSBSBBSBBBSSSBSS-BBBSSS"],"Claude Code|GPT-5.4|AAPL":["BSSSSBBBBBBSBBBBBBBSBBBBBBBBBSSSHSHBBBBSBBSSSHBSSHBBSSBSBBBBS","BSSBSBBBBBBSBBBBBBBSBBBBBBBBBBSBSSBBBBBSB-SSSSSSSBSBSSBBSSSSS","BSBBSBBBBBBHBSBBBSBBBBBBBHBBBHSBHSHBBBBSBHSSSBHHSBBBSSSSBBBSS"],"Claude Code|GPT-5.4|MSFT":["BSBHBSHBSBSBSSBBSBSBSSSBSBBSSSSSSSSSSBBSSBBBBBBHHSSSHSSSSSSHB","BSBBBBBSSSSBBSBBBSSSSSSBBBBSSSSSBSSSBBSBBBBBBBB-SSSSSSSSSSSSS","BBSBBSBHBSSBHSBBBBSSSSSBSBBSSS-SSSBSBBBBBBBBBBBBHSBSSBSHBSBSS"],"Claude Code|GPT-5.4|NVDA":["BBBSBBHHHSHBSBHBBBBBBHHBBBBBBBHBBBBBBSSSBSBHBBBBBSSSSSSSSBSSS","BBBSBSSBBSBBSBBBHBBBBHSSSBBBBSSBBBBBBSSBB-BBSBBHBSSSSBBSSBSSS","BBBSBSHBBSBBBBBBBBBBBSBSSBBBBBSBBBBBBSSSHSBBSBBBBHSSSSBSSBSBS"],"Claude Code|GPT-5.4|TSLA":["SSBSSSSBSSSSSBBBSHSSSSSSSSBBBSSSSSSSBBSSSSBBSSSHSSSBSSBSSSSSS","SSSSSSSSSSSSSHBBSHBSSSSSSBHBBSSSSSSSSBSBSBBSSSSSSSSBSSHBSSSSS","SSSSSSBBSSSSSBBBSSSSBSSSHSBBBSSSSSSSSBSSBSBSSBSSSSSSSSBBBSSBS"],"Claude Code|Qwen3.5-4B|AAPL":["HHHBHHBHBHHBSHBHHHHBHBHHHHHHHHHBHHBHBHHHHHHBHHHHHBHHHHHHHBHBH","HHBSHHHHBHHHHBHBHBHHBHHBHBBHBHHHHHHHBHHHHBHBBHHHHHHHHHBHHHHBH","HHHHHHHHBHHBHHBHHHHBHBHBHHHBHHHHHHHHHBHHBHBHHHHHHHHHHBHHHHBHH"],"Claude Code|Qwen3.5-4B|MSFT":["HHHBHHHHBHBHHBHBHBHHBHHBHBHHHBHBHBHHHBHHBHHBHHHBHHBSHHHHHHHHH","BHBHBHSHBHHHBHHBHBHBHBHHBHBHHHHHBSHBHBHBHBHBHBHHHHHHHHHBSHHHH","BSBHHHHHHBSHHBHBHBHBSHBHHHBSHHHHBHHBHHBHBHBHBHHBSHSBSHBHBHHBH"],"Claude Code|Qwen3.5-4B|NVDA":["HBHHBHHBHHBHHHHBHBHBHHHHSHBHBHBHBSHHHBSBHHHHHBHBSHHHSHBHHHHHH","BHHHHHHHBSHHBHHHHBHBHHHHBHBHBHHHBHBBHBHHHHHHHHHHHHHHHHHHBHHHH","BHBHBHHHH-BHHHHBHBHBHHHS-BHHBHBHBHHHBHHHHHHBHHBBHHHHHHHHHHBSB"],"Claude Code|Qwen3.5-4B|TSLA":["HHHBSHHHHHHHHHHBSSSHHHH-BHHBHHHHHHHBHBHHHHHHHHHBHHHHHBHHHHHHH","HSBHHHHHHHHHHHBHBHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHBHHHHHHHBHHHHH","BHHHHHHHHHHHHHHHHHHHHHHHHHHBHHHHBHHH-BHHHHHHHHHBHHHBHHHHHBHHH"],"Claude Code|Qwen3.5-9B|AAPL":["HHHHBHHBSBSHBBHBBBSBHBBHBHBSBBHBSSHBBHBSSHHHHHHHHHBHBHHHHHHHH","BSHHHHHBHBBHHBBHHHBBHBHBHHBSHHHBHHHBBHBSSSSSHHHHHSSHHBSHHBHBS","HSSSHSSSSBHHBHBHBBHBHBBBBHHHBHHBBHBHBBHSHHHHHHHHHHHBHHHHBHHHB"],"Claude Code|Qwen3.5-9B|MSFT":["BBSSBHHHHBHBBHHHHBBHBSHHHBHHHHHHBHBSBBSBHBHBSHBHHHBHSHSSSBSHB","BHHHBHBHHBSSHBBBBBBHSHHBHHHBHSHHBHHHBSHBSBHHHBHHHHBHHHHHHHHBS","HHHHBHHHBSSHBBHHBBHBHBHBSSHHHHHBBHBBHHHHBBBBHBHHSSHHSHBSHBHBH"],"Claude Code|Qwen3.5-9B|NVDA":["BBHHBBHBHHBHHHHBHBBBBSBHBHBHBBHHHBHBBHBSHHHHHHHBHBHHHHHHHHHBS","BBBHBSBBBSBHBHHBBBBBHBHHHHBHBBHBHHBBBBSHHHHHHHHBHHHHHHHHHHHHB","BHBBBSBBHHBHHHHHHBBHBHHHHBHBHHHHHBBBBBSSSHHHHHBBHHHHHHHBHBHHB"],"Claude Code|Qwen3.5-9B|TSLA":["SSHHBHBHHHHHHHBBHHHSSSHHHHH-BHHHHHHSHBHHHHHHHHHHSSSHHHSHHBHBH","HSHHHHHBHHHHSHBHHHHHHHHHHHBBHHBHHHHSSHHHHSHHHHBBHHHBHBHHHHHHH","HHHHHBHHHHBHBHHHHHHBSHHHHHHBHBHHHHHHHBHHHHBHHHBHHBBHHHHBHHHBB"],"Claude Code|Claude Sonnet 5|AAPL":["BSSSSSBBBBBSBBBBBBBBBBBBBBBBBHSBHSBBBBBHBSSSSBBBSBBBSSSBBBBSS","SSSSSSHBBBBSBBBBBBBBBBBBBBBBBHSBBSBBBBBHBBHSSBBBSSSBSSSBBBBSS","BHSHSHBBBBBSBBBBBBBBBBBBBBBBBHSBBSBBBB-SBHHSSBBBSBSBSSSBBBBSS"],"Claude Code|Claude Sonnet 5|MSFT":["BBSBBHBBSBSSSSSBBHBHSSSBSBBHHSSSSSSSBBBBBBBBBBBBBSBBHSSSSSHSH","BHSBBHBHSSSBBSBBHBBHHSBBSBBSSSSSBBBSBBBHBBBBBBBBHSBBSSSSHBSSH","BSSBBHBBSBSBSBBBBBSSSSHBSBBSSSSSBB-SBBBSBBBBBBBBBSBBHSSSBSSSS"],"Claude Code|Claude Sonnet 5|NVDA":["BBBBBBBBBSBBHBBBBBBBBBHHSBBBBHHBBBBBBBHSBHBBSBBBBBBBHSSSSBSSS","BBBBBHHBBSBBSBBBBBBBBBHHSBBBBBHBBBBBHBHHBHBBSBBBBHBHSSSSS-SSS","BBBBBBBHBSBBHBBBBBBBBHHSSBBBBHHBBBBBHBHH-BBBHBBBBHHHSSSSSBSSS"],"Claude Code|Claude Sonnet 5|TSLA":["SSHSSSHBBSSSSBBBSHBSBSSSSBBBBHBSSSBSSBHSBSBBSHHBSSBBSSSSBBSSS","SSBSSSBBBSSSSBBBSHBSBSSSSBBBBSBSSSBSBBSSSSBBSHHBSSBBHSBBBBSSS","HSHSSSHBHSSSSHBBSHBSBSSSSBBBBHBSSSBS-BSSBSBBSBHBSSSBSSSBBBSSS"],"Codex|DeepSeek-V3.2|AAPL":["SSSSHBBBSHBSBBBBBHBBBBBBHHBBBSSBHBBHBBBSHSSSSHSHSSSSHSHSHBBBS","HSHBSBBBBBSSBBBBBSBBBBBBBHBBBHBHHHBHBBBHHSSSSSHBSHBSSHBHBSHSS","SSHSHHBBBBHBBHBBBHHBBBBBHHBBBHBBBHBBBBBSHSSSSSBSSBSSHBBSHSHHS"],"Codex|DeepSeek-V3.2|MSFT":["BSHBBSBHHBBSSHBBBBBBBBSBBBBSSBSBBSHBBBBSBBBBBBHHHSHHSHBBSBSBB","BSSSBHBSSHBBSSBBHBBHBBSSSBBSSSSHBBBSSBBHBBBBBBBBSSBSBSHBSHSBB","BBSBBHBHBSBSSBBHBBBBBBHBHBBHBSHSBBBBHBBSBBHBBBSSSHSHBSHSHSBBS"],"Codex|DeepSeek-V3.2|NVDA":["BBBBBHBHBSBHBBHBBBHBBSSHBBBBBBHBBBBBBBSHSSBSBHBBSSHSSSBSSHBBS","BBHBBBHBBSBHSHBBBBBBBSSHSBBBBBHBBBBHBBBHSHBHSBBBSSBSSSBSSBHBS","BBBHBHHHBSHSHSHBBBBBHSSBSBBBBBSBBBBBBBSBSSHBSHBHHSHBSSSSSSSHS"],"Codex|DeepSeek-V3.2|TSLA":["SSSHSSSHBSSSSHBHHSHBSSHSBHSHBBHHHSSSHBSSSSBBSBSBSSHBSSHSSSSHB","SSSSSSHBSSSSSBBHSHSSHSSHBSSHBSHSSSSHHBSSHSBSSHSSHSSHSSHBSSSSB","SSSSSHSHHHSSHHBSSHSSSSSHBSHSBSHSSHSSHBSSHBBSSHSHSSHBSSSSSBSHS"],"Codex|DeepSeek-V4-Pro|AAPL":["SSHBSHBBBBSHBBBBBHBBBBBBBBHHBSSSHSBBBBBSSBSSSSBBSHSHSSBBBBSSS","SSBBSBBBBBSHBBBBBBBBBBBBHBHBHBSSBSBBBBHSSSSSSBBHSBBBSSBBBBBSS","SSSHBBBBBBBSBBBBBSBBBBBHBBSSBSSHSSBBBBBSSSSBSSHBSBSBSHSBBSBSS"],"Codex|DeepSeek-V4-Pro|MSFT":["HSSBBSBSSBSBBBBBBBHBHBBBSBBSHHBSHBBBBBBBBBBBBBSBSSHSSHBSBSHBB","BSSBBHBHSBSSSSSBBBSBSBBBHBBHSSBSBBBSBBBSBBBBBBSSSSBSSSBSSBSHS","HHSBBBBSSSBBBHBBBBSBBSSHBSBSBHHSHBBBSBBBBBBBBBBSSHBSSSSSHBSHB"],"Codex|DeepSeek-V4-Pro|NVDA":["BBBSBHSHBSBBSBBBBBBBBSSSSBBBBBSBBBBBBBSSBSBHSBBBBSBSSSSHSBSSS","BBSSBSSSHSBHBBBBBBBBBSBSSBBSBHSBBBBBBBSBSSBBSBBBBSBBSSSSSBSSS","BBHSSSSBHSBSBBBBBBBBBSSSSBBBBBSBBBBBBBSHBSBHSBBBBBBHSBSBSBSSS"],"Codex|DeepSeek-V4-Pro|TSLA":["SSHSSHHBHSSSSHBBSSHBBSSHSHSBBBBSSHHSBBBSBHBBSBSBSSSBSSSBBSSSS","SSBSSSSHHSSSSSBBSSBSSSSSSSBBBSBSSSSSBBHSBSBBSBSBSSSBSSSBBBSSS","SSHSSSHHSSSSSHBBHSHSSSSSSHBBBHHHSHHSBBBSBSBBSBHBHSSBSSSSBHSSS"],"Codex|GPT-5.4|AAPL":["SSSHBBBBBBBBSBBBBBBBBBBBBBBBBBSHHHBBBBBSSHSSSSHBSSSBSSSSSBBSS","SSSSSSBBBBBBBBHBBBBBBBBBBBBBBBSHHSBBBBBHBSSSSHBSSSSBSSSBBBBSS","SSSSSHBBBBSSBBBBBBBBBBBBBBBBBBSHHSBBBBBSBSSSSSBHSSBBSSSSSBBSB"],"Codex|GPT-5.4|MSFT":["BSSBBSHHSBBBBHBBBBSSSBSBSSBSSSSBBHHSSBSBBBBBBBHBBSHHSBSSBBBSS","BBBBBBBHSSBBBSBBHBSSSSSBBBBSSSSSHHBSSBSSBBBBBBBBBSHSSSSSBSBSB","BHSBBBBHSBBBBBBBBBSSBSBBSBBSSSSSSSSSSBBSBBBBBBBBHSHSSSSSBSSBB"],"Codex|GPT-5.4|NVDA":["BBBSBSSBBSBBSBBBBBBBBBBBSBBBBBSBBBBBBBSBSSBBSBBBBBSSSSSSSBSSS","BBBBBHSBBSBBSSBBBBBBBSSSBBBBBBSBBBBBBBSSBSBSSBBBBBSSSSSSSBSSS","BBBBBBBBBSBBBBBBBBBBBSSSSBBBBBSBBBBBBBSSSSHHSBBBBBBSSSSSSBSBS"],"Codex|GPT-5.4|TSLA":["SSSSSSSBSSSSSSBBSSSSSSSSSSHBBSSSSSHSHBSSBSBBSSSBSSSSSSSSBSSBS","SSSSSSBBBSSSSBBBSSSSSSSSSSBBBSHSSSHSBBSSSSBSSSSBSSHBSSSSBSSSS","SSSSSSSHSSSSSSBHSSSSSSSSSSBBBSBSSSHSSBSSSSBHSSSBSSSBSSSSHHSSS"],"Codex|Qwen3.5-4B|AAPL":["HHHSHHBHBHBHHHHBHHH-BHHBHHBHHBHHHHHHBBHHHHHHHHHHHBHHHHBHHHHHB","HSHBHBHBHBSBHBHSBH-HBHHHHHBHHHBHBSBHBBSHBHBHBHHHHBHHHHBHHHHBS","HHHBHBHBHHBSBHBHBHBHBHBHBBHHBHSHHHHHBHBSBHBHHBHHHBHHHBHHBHHBH"],"Codex|Qwen3.5-4B|MSFT":["HHHBBHHHHHBHBHBHBHBBHBSHBHBHHHHSBHBBHHBHHBHHBHHBHBHHHHHBHBSHH","HHBHBHHHHHHBHHBHHBHBHHHHHHHBHHHBHBHHBHBSHBHBHHHHHHHBSSBHBHBHB","HHBHHHHH-BHHHBHHHBHHHHHHHBHHHHBHBHBHHHHHBBHBHBHHHHHHHHBSBHHBH"],"Codex|Qwen3.5-4B|NVDA":["BHHBHBHHHHBHHHHHBHBHBHHBHBHBHHBHBHBHBHHBHHHH-HBHHHHHHHBHHBSHB","BHBHBHHHBHHHHHBBHBHBHHHBHHBHBHSHBHBHBHH-HHHHHHBHHHHHHHHHBHHHB","BBHHBHBHBSHBSHHBHBBHBHBSHBHHBHHBHHBHBHHHBHHHHHHBHHHHBSHBHHHBH"],"Codex|Qwen3.5-4B|TSLA":["HHHHHHHHHHHHHBHBHHHHHHHBHHHHBHHHHHBHHBHHHHBHHHHHHHHBHHHHHHHHS","HHHHHHHHHHHHSHBBHHHHBHBHHHHHBHHHHHHBHBHHHBHHBSHBHHHHBSHHBHBBH","SHBSSSHHHHHBBHBHBSHBBSHBHHBHBHHHHBHHHHHHBHBHHHHBSSHHHHSSHBBHB"],"Codex|Qwen3.5-9B|AAPL":["HHBHHBHHHBHBSSBHHBHBHBBBBHBBBSBHBSBBHBHHBSSHBHBSSHBBHHSBHHBSS","HHBHBSHHBHBHBHBHBHHBHBBHBHBHBSSBHHHBHBBSSHHHBHSSSSBBSSBHHBHBS","HHBHHHBBHHBBBHBHHBBBBBHBHBHBBHBHBSHBBHBSSHHSSBHHHBHBSHHBSHBHH"],"Codex|Qwen3.5-9B|MSFT":["BSSBHHHHHSBHBSHHHBHBBBHHBBHHBHBHBSBHHBBHHBBHBSBHBHBHHBBHBBHHB","BHBHHHBHBHBHBHBHBHBSHBHBHBBHHHSBBHBHBHBBHBBHBHHBHHHHHSBSHBHBH","BBSHBSH-HBSHBSBHBBBSBBBBBHBSBHBSHBBSHBHBHBHBBHBBSHBSSHSSBBSSB"],"Codex|Qwen3.5-9B|NVDA":["BBBHBSBBBHBHBSSBHBHBBSHSBHBHBHSBHBHBHBSSBSHHHHBHBHHHBBSHHBSSS","BBHBHBHHBHBHBHHBBHBBBSHHBBBHBBHBHBBHBBBSSBHBSSBHHHBSSHHBHHBSH","BHBHBHSSSSBHBHBHBBBBHHBSSBHBHHHBBBHBSBHBSSSSSSBBSSHHHHBSHBSBH"],"Codex|Qwen3.5-9B|TSLA":["SHBHHSBHHSBSBHBBHHHHHSSHHHBSBHBSBHBSHBHHBHBHHHHBHHHHHSBSBHSSS","HHHSSSSHHHHSSSBHHHHHBHHHBHHHBHBSSHHHHBHHBHBSSHBHBSSSHHHBHBSSS","SSBSSSHHHHSSHBHBSSSBHHBSSBHBHHBSBHHHHBHHHHBHSHHBSHHHHHHHHBHSS"],"Codex|Claude Sonnet 5|AAPL":["SSSSSSHBBBSSBBBBBBBBBBBBBBBBBHSBBSBBBBBHHBSSSBBBSSSBSSSBBBBSS","SSSSSHHBBBSSBSBBBBBBBBBBBBBBBHSBBSBBBBBSBSSSSBBBSSSBSSSBBBBSS","BSSSSSSHBBSSBBBBBBBBBBBBBBBBBHSBBSBBBBBHBSSSSBBBSSBBSSSBBBBSS"],"Codex|Claude Sonnet 5|MSFT":["BSSBBHBHSBSBBSBBBBBHSSSHSHBSSSSSSSHSHBBSBBBBBBBHSSBHSSSSSHSSS","BHSBBHBHSBSSSHBBBBBSSSSSSSBSSSSSHSSSBBBHBBBBBBBHHSBHSSSSBSSSS","BHSBBHBHSBSBSBBBBBBSSSHBSHBSSSSSSHHSBBBSBBBBBBBBHSBHSSSSSHSHS"],"Codex|Claude Sonnet 5|NVDA":["BBBBBSHBBSBHHBBBBBBBBBHSSBBBBHHBBBBBBBSSBSBBSBBBBSBBSSSSSBSSS","BBBBBBHHBSBHHBBBBBBBBBHSSBBBBHSBBBBBBBSSBHBBSBBBBSBSSSSSSBSSS","BBBBBBBBBSBBHBBBBBBBBSSSSBBBBBHBBBBBBBHSBHBBSBBBBHBSSSSSSBSSS"],"Codex|Claude Sonnet 5|TSLA":["SSBSSSBBBSSSSBBBSHBSHSSSSBBBBSBSSHHSBBSSBSBBSBHBSSHBSSSBBBSSS","SSBSSSBBBSSSSBBBSSBSBSSSSBBBBHHSSHBSBBHSBSBBSHBBSSHBSSBBBBSSS","SSSSSHBBBSSSSHBBSSBSBSSSSBBBBSBSSHHSBBSSBSBBSBHBSSBBSSSBBBSSS"],"Hermes|DeepSeek-V3.2|AAPL":["HSHHBBBBHBBBHBBBBBHBBBBHSHBHBSHBHSBBBBBHBHSHSBSHBHBSSSHSBBHHB","SSHBHBBBBHBSHBBBBHBBBHBHSBBBBHBBSHSBBBBHBSSSSBHHBBHBSHBHSHSSS","SSHBHHHBBBHSBBBBBHBBBHBHHBBHBHHHSSHHBBBSHSSSHSBHBHSBSSBBSSHBS"],"Hermes|DeepSeek-V3.2|MSFT":["BBHSBSHSBBHBBHBHBBBSHSHSHSBSHBSHBHBHBHSBBBBBBBBBHSBHSSHSHBHBH","BSHBHHHHSBBBHBBBBBBBBHHBHBBHHBHHBBSHSHBBBBBBBBHBBBSHSSHSHBSHB","BHBBBHHHSBHBBHBBBBHBHBBHBBBHBSHSHBBSBBBBBBBBHBHHBHHHBSHSBBSHB"],"Hermes|DeepSeek-V3.2|NVDA":["BBHBBHHHBSBHBBSBBBBHBHSHBBHBBBSBBBBBBBHBHSSBSBBBBSSSSSSSSHBBH","BBBHBHBBHSHSHBHBBBBHBHBBHBHBBBSBBBBHBBHBBHHBHBHBHSBSSSHSSBBBH","BBHBBBHBBSHBHBHBHBBBBSSHSBBBHBHBBHBBBBBSHSHHSHBBHBSHBHBSBSBHB"],"Hermes|DeepSeek-V3.2|TSLA":["SHSSSBBHHSSHSHBHHSBBHSSHBBBBBHBSSSSHSBSHBSBBSHBBSSBBHHBSHSHSH","BSSSHBBHHSSSSHBHHHSHSSSHBSSHBHHSSSHBSHSSHBBSSHBBSHBBSHBHSSSSH","SSHSSSHHSSSHSSBHSHSHSSSHBHSBSHBSSBHSSHSHSBHHSHHBSSHBSHBSSSHBH"],"Hermes|DeepSeek-V4-Pro|AAPL":["SSSSSBBBBBSSBBBBBBBBBBBBBBSBBSSBSSBBBBBSBSSSSSBBSSSBSSBSBBBSS","SSSSSBBBBBSSBBBBBSSBBBBBSBSSBSSBSSBBBBBSSSSSSBBSSSSBSSBSBBSSS","SSSSSHBBBBSSHBBBBSBBBBBBHBHHHSSSSSBBBBBSSSSSSHHHSSHSSSHSBSBSS"],"Hermes|DeepSeek-V4-Pro|MSFT":["HBSHBHBHSSSSHBBBBBBBBHSBBBBHSSHSBHBSBBBSBBBBBBHSSSBSSSSSSSBBS","SHSBBSBSSBBSHBBBBBSBBSSBSBBSSHHSHBHBBBHSBBBBBBSSSSHSSSSSHBSHB","BSSBBSBHSSBSHBBBBBSBSBSBSHBSSHSSBSBSBBBBBBBBBBBSSSBSSSSSSBSBB"],"Hermes|DeepSeek-V4-Pro|NVDA":["BBHHBSSBBSBHSBBBBBBBBSSSSBBBBBSBBBBBBBSSBSBBSBBBBSBSSSSSSBSSS","BBHHHHHHHSBSSBBBBBBBBSSSSBBBBBSBBBBBBBSSHSBHSBBBHSSSSSSSSHSSS","BBHHBSSSHSBSHBBBBBBBBSSHSBBBBHSBBBBBBBHHBSBBSBBBBSBHSSSSHBSSS"],"Hermes|DeepSeek-V4-Pro|TSLA":["SSSSSBSBBSSSSBBBSSSHSSSSSBBBBSBSSSBSBBSSHSBBSBHBSSSBSSSSBBSSB","SSSSSHSBSHSSSSBBSSHSSSSSSHSBBSSHSHSSBBSSHSBBSBSBSSSBSSSBBSSSB","SSSSSSBBSSSSSBBBSSBSBSSSSHBBBSBSSHBSBBSSHSBBSBSBSSBBSSSBBSSSS"],"Hermes|GPT-5.4|AAPL":["SSSHSHBBBBBSSSHBBBBBBBBBBBBBBSSBBSBBBBBBSSSSSBSSSBSBSSSSBSBSS","SSSBSBBBBBBBBSBBBBBBBBBBBBBBBBSBSSBBBBBSHSSSSSBHSBSBSSBBBBBSS","SSSBSBBBBHBBBBBBBBBBBBBBBBBBBBSBHSBBBBBSBHSSSBBSBBSBSSBSBBHBS"],"Hermes|GPT-5.4|MSFT":["BBHBBHHHSBHBBSBBBBSSSSHBSHBSSSSSHSHBBBBSBBBBBBBBBSSSSBBSSSSSB","BSSBBSBSSSBBBBBBBBSSSHBBSBBSSSSSBBSSBBSSBBBBBBBBSSHHBSBBBSSSB","BBSBBSBSSBBSBBBBBBBBBSHBBHBSSHSSBSSBBBBSBBBBBBBBSSBSSSSSBSSSB"],"Hermes|GPT-5.4|NVDA":["BBBBBSSHHSBBSSBBBBBBBSSBSBBBBBSBBBBBBBSSSSBBSBBBHSBSSSSSSBBSS","BBBHBSSBBSBBSBBBBBBBBSSBSBBBBBSBBBBBBBSBBSBBSBBBBBBSSSSSSSSSS","BBBBBHSBBSBBSBBBBBBBBSSSSBBBBBSBBBBBBBBSSSBSSBBBBSSSSSBSSBSSS"],"Hermes|GPT-5.4|TSLA":["SSSSSSBHBSSSSHBBSSSSSSSSSSBBBSSSSSSSSBSSBSBSSSSBSSSBSSSBSSSSS","SSSSSSBBBSSSSSBBSHSSSSSSBBBBBSSSSSSSSBSSBSBSSBSBSSSBSSBBBSSSS","SSHSSSHHHSSSSHBBSSSSSSSSSBBBBSSSSSSSSBSSSSBBSSSBHSBBSBSBBSSSS"],"Hermes|Qwen3.5-4B|AAPL":["HH-HHBBHBHBHBHBHHBHBHBHBHBHBBH-HBSHBBHBHBHHHHHHHBHHHHBHBHHBHB","HHBHHBHBBSBHBHBHHBHBBBBHBHBHHHBBHHHHBHBSHHHHBHHHHHBHHBHHHHBHB","HBHHHH-BHBSHBHBHHHHHBHBHHBHHBSHHBHHHBHBSSHHHBHHHHBSBHHBHHHHBS"],"Hermes|Qwen3.5-4B|MSFT":["BHHBHBHHBSBHHHHBHBHHHBHBHHHHHHHHHBHBHBHHHHBHHBHHBHBHBHHHHBHBS","HHHHBHHHHHBHBHHHBHBHBBSHB-H-BHHBHHBHBBBHHBHBHHHBHHBHHHHBHHHBH","BH-HBBHHHBHHHHBHHBHBHBHHSHHBBHHBHBHBHBHBHBHBHBHBBHHH-HBHHBHBH"],"Hermes|Qwen3.5-4B|NVDA":["HB-HBHBHBHBHHHHBHBBBHHHHBBBHBBHHBHHBBBHHHHBH-HHBHHHHHHBHHBHHB","BBHBHH-HBHBHBBHBHBBHHHHHHBHHBBHHBHB-BHBBHHHHHHBHBHBHHBHHHHHBH","BBHHBHHHBHBHBHHBHBHBBSHHHBBHBBHBHBHBHHHHHHHHHBHBHHHHHBHHHHBHH"],"Hermes|Qwen3.5-4B|TSLA":["HHHHHHHHHHBHHHBHHHHBHH-HHBHBHHHHHHHHHBHHHHHHHHHBBHHHBHHHHHHHH","HHBSSHHHHHHHHHBHHHHHHHHHBSSBHBSSSSHBHBHHHBHHHHHHBHSHHHHHBHHHH","SSBHSBSHHSSSSHBHHHHHHHHHHHHHBBHHHHHHHHHHHHHHHHHHHHHHHSBHHHSHB"],"Hermes|Qwen3.5-9B|AAPL":["HHHBHBHHHHBBHBHBHHBBBBHBHBHHBSSHHHHHBHBHSSSSSSBSSSSHHBSSSHHSS","HHSBHBBBBBBHHBBBHHBHBBHBSBHHBBSBBSHHBBBSSHHSSHHHSSSHSSHBHHBHH","HHHHBSHBHHHBHBBHBBHBBBBBBB-HBHHBHHBHBHBHHHHBSSSHSBHBSSBHBHBHH"],"Hermes|Qwen3.5-9B|MSFT":["BHHHBHHHBHHHHBBBHBBSSBHSBHBHHHHBHHBSBHBSBHBBBBBHHBHHBHBHBBHSB","HBHHBBHHHBHBSBBBBBBHSBSHHBHHBSSHBBHBHBBSHBBBBBHHHHHBHBSSHBSBB","BHHHBHHHBHHHBSBBBBBSSBHBBBHHHHHBHHBHBBHHHBBHBHBHHBHHBHHBSSSBB"],"Hermes|Qwen3.5-9B|NVDA":["HBHBHHBBHHBHHHBHHBBBHBHHHBBHHBSHBBBBBBHHHHHHHHBBHHHHBSHHHBSHH","BHBHBSHHHHBHHHHBHBBBBSSSBBHBBHHHBHBBBBHSHBHHHHHBSSSSHHHHHHHBS","BBHHBSSBHHHBBHHBHHBBHHHHBHBHBSHHBHBBBHHHHHHHHHHHHHHHHHBHHHHHH"],"Hermes|Qwen3.5-9B|TSLA":["HHHBSHBHHHHHSBHBHHHBHHHBHBHBBHHHBHBHHBHHHHBHHHHHHSSSSSSSBBHHH","SBHSHHBHHHBHHHBSHSSBHSSSSBBHBHHHHBHHHBHHHHBHHHHBHSSHHHHBBHBHB","HBSSSHHHHHHHHHBBHHHBHHHBSSHBBHHHHHHHHBSHHBHHSHHBHHHHHHBHBHBHH"],"Hermes|Claude Sonnet 5|AAPL":["BSSSHBBBBBBSBBBBBBBBBBBBBBBBBHSBBSBBBBBHBSSSSBBBSSSBSSSBBBBSS","SSSSHSBBBBBSBBBBBBBBBBBBBBBBBHSBBSBBBBBSBSSSSBBBSSSBSSSBBBBSS","SSSSHBBBBBHSBHBBBBBBBBBBBBBBBHSBBSBBBBBHBHSSSBBBSSSBSSSBBBBSS"],"Hermes|Claude Sonnet 5|MSFT":["BHSBBHBHSSSBSSBBBBBSSSSBHBBSSSSSHBBSBBBBBBBBBBBBBSBHSSSSHBSSS","BHSBBHBBSBSSSSHBBBBHHSSSSHBSSSSSBBBSBBBSBBBBBBBBHSBHSSSSSSSSS","BSSBBHBHSBSBSSBBBBBSSSSBSHBSSSSSSSBSBBBSBBBBBBBBSSBHSSSSHBSSS"],"Hermes|Claude Sonnet 5|NVDA":["BBBBBHSHBSBHHBBBBBBBBBHSSBBBBHHBBBBBHBHSBSBBSBBBBHBHHSSSSBSSS","BBBBBHHBBSBHBBBBBBBBBHHSSBBBBHBBBBBBBBHSBHBBSBBBBSBSSSSSSBSSS","BBBBBBHHBHBHHBBBBBBBBHHSSBBBBBHBBBBBBBHSBSBBSBBBBSBSSSSSSBSSS"],"Hermes|Claude Sonnet 5|TSLA":["SSBSSSBBBSSSSBBBSSBSBSSSSBBBBHBSSBBSBBHSBSBBSBBBSSBBSSSBBBSSS","SSBSSSBBBSSSSBBBSSBSBSSSSBBBBSBSSHBSBBHSBSBBSHBBSSBBHSSBBBSSS","SSBSSSBBBSSSSBBBSSBSBSSSSBBBBBBSSBBSBBHSBSBBSBBBSSBBSSSBBBSSS"],"OpenClaw|DeepSeek-V3.2|AAPL":["BSHBSHBBBBHBHBBHBHBBBHBHBHBBHHBHBSHBBBBSHSSSHSHBSHBBHSHBHBHBB","SSSHHBBBBBBBBHBBBHBBBBBHSSBSSHHBHSBHBBBSSHSBSHSBHBSBSSSBSHBBS","HSBBBBBBBBBBBBBBBHBBBBBHHBHBBBSBHSHBBBBHSSSSSHSBSBSBSSHBHBHBS"],"OpenClaw|DeepSeek-V3.2|MSFT":["BBBHBHBHSBHBBBSBHBBBHBSHBHBHSHBSBBBHHBBBBBSBHBHSSHBHSHBSBBHSH","HBHBBBBSHBBBBHBBBBBBBBBHBHBSSHSSHBHBHBHBBBBBBBHBSSHSSSSHSHBBB","BSBBBHBHHBHBBSBHBBBBSHBBSHBHBSHSBHHSHBBBBBHBBBHBSSHHSSBSBBSHB"],"OpenClaw|DeepSeek-V3.2|NVDA":["BBHBBHSHBSBBSHBBBBBBBSSHBBBBBBSBBBBHHBHBHSBHSBHBHBBHSBSSBHSBS","BBBHBHHBHSBHBHBBBBBHBSSHBBBBBHSBBBBBHBSSBSBHSBBBHHBHSSBSSBSSB","BBHHBBHHBHBHBHBBBBBBBHSHSBBHBSSBBBBHBBSSBHBHSHBHBSSHSHSSSHSHS"],"OpenClaw|DeepSeek-V3.2|TSLA":["SSHSSHHBHSSSSSBBSHBBSSHBHBSBBHSSSHHBHBSSHBBHSHBBSSBBSHSSHSSSH","SSSSSSHHHSSSHHBBSHSBSSHBSHHBBSHSSSHBHBSSHSHBSBSBSSBHSHBSHSSBH","SHHSSHBHSSSSHSBBSHSHBSSHBSHBBSHSSHHBSBSSBSBHSHHBSHSHHBBSHBSBS"],"OpenClaw|DeepSeek-V4-Pro|AAPL":["SSSSSBBBBBBHHBBBBBBBBBBBHBBHBHSSSSBBBBBSSBSSSBBSSSBSSSBSBBBSS","SSSHSBBBBBHSBBBBBBBBBBBBHHHBBBSBSSBBBBBSBHSSSBHBSSSBSSSHBBSSS","SSSBSBBBBBSBBBBBBBBBBBBBHBSHHSSBSSBBBBBSHSSSSBBBSSSHSSSBBBBSS"],"OpenClaw|DeepSeek-V4-Pro|MSFT":["HSSBHSHSSSHSBBBBBBSBSSSSSBBSSHBBBBHBBBBHBBBBBBHHSSBHSSHSHBBSB","SSSBBSBSSSSBBSBBBBHBHSBSHBBSSSSSBHBSBBBSBBBBBBSSSSBSSSSSBSBSB","BSSBBSBSSSSHSSHBHBBBBSSSSSBSSSSSHBBSBBBSBBBBBBSSSSHSSSSSSBBSH"],"OpenClaw|DeepSeek-V4-Pro|NVDA":["BBHSBSSSSSBSBBBBBBBBBSSSSBBBBSSBBBBBBBBSBSBHSBBBBSBSSSSBSBSSS","BBHSBSSSBSBSBBBBBBBBSSSSSBBBBSSBBBBBBBSSBSBBSBBBBSBSSSSSSHSSS","BBSSBSSSBSBSSBSBBBBBBSSSSBBBBSSBBBBBBBBSBSBBSBBBBSBSSSSBSBSSS"],"OpenClaw|DeepSeek-V4-Pro|TSLA":["SSSSSBBBSSSSSBBBSSBSBSSSBBSBBSBSSBBSSBSSBSBBSBSBSSSBSSSBBBSSS","SSSSSBBBSSSSSBBBSSBSBSSSBBBBBSBSSHHSHBSSBSBSSBSBSSSBSSBBSSSSS","SSSSSHBBBSSSSBBBSSHSBSSSSHBBBHHSSSHSHBSSBSBSSBSBSSSBSSSBBSSBS"],"OpenClaw|GPT-5.4|AAPL":["SSSSSBBBBBBSBHBBBBBBBBBBBBBBBSSSHSBBBBBSSSSSSBBBSBSBSSBSBBBSS","SSSBHBBBBBSBBSBBBBBBBBBBBBBBBBSBHSBBBBBBHSSSSBBSSSSBSSSSBSBSS","HSSBSBBBBBSSBBBBBBBBBBBBBBBBBBSBSSBBBBBSBSSSSBBBSBSBSSSSBHBSS"],"OpenClaw|GPT-5.4|MSFT":["BSSBBBBHSSBBBSBBHSSBBSSBSBBSSSBBSSSSBBSSBBBBBBBBBSSSSSSSSSSSH","BBBBBHHSSBHHBBBBBHSSHBBBHBBSSSSSSSBSBBBHBBBBBBBBHBSSSSSSBBSSS","BBSBBBBSBSSSSBBBBHSSBSSBSBBSSSSSSSHSBBSSBBBBBBBSHSBHSSBSBSSSS"],"OpenClaw|GPT-5.4|NVDA":["BBBSBSBHHSBHBSBBBBBBBSSBBBBBBHSBBBBBBBSSSSBBSBBBHHSSSSBSSBSBS","BBBBHHSBBSBHBBHBBBBBBBSSSBBBBBSBBBBBBSSBBSBSSBBBBSBSSSBSSBSSB","BBBBBSBHHSBBSBSBBBBBBSBSBBBBBBHBBBBBBBSBBSBHSBBBBSSSSSSSSBSSS"],"OpenClaw|GPT-5.4|TSLA":["HSBSSBBBBSSSSBBBSSBSSSSSSBBBBSSSSSSSBBSSBSSBSSSBSSSBSSBBSSSSS","SSSSSBSBBSSSSSBBSHSSSSSSBBBBBSBSSSSSSBSSBSBBSBSBSSSBSSSBBSSSS","SSBSSSBHHSSSSBBBSSBSBSSSSSBBBSHSSSSSBBSSBSBHSHSBSSBBSSBBBSSSS"],"OpenClaw|Qwen3.5-4B|AAPL":["HHHBHHBHBSBHBHBHB-HBHBHB-H-HHHHBH--BHB-HHBSHB-HHHH-HHHBHHHHHB","H-HBSBH-HBH-HBHHBBHH-H-HBHBHBHHHBHHHBBHHHHHBSHHHHHHHHHBHH-HH-","-HH-HH-H-HBHHHBHBHHBHBHB--HHBSBHBHHBHB-HHHBSHHHHHHHHHHHHHH-HH"],"OpenClaw|Qwen3.5-4B|MSFT":["HHHHBHHHHBHHBSBHHBBHHHBHHHH-HB-SHHHBHBHHBHBHHBHHHHHHHHHBH-HHH","BHH-B-HBHBHBH-BHBHHHBHBHBHHHBHHHBHHB-BHH-BHBHHHHHHHHHBHBHHHHH","BHHHH-HHHBHBHBHBHBHHBHBHSSHHB-HHHHBHBHHHBHBHHBHHHHHHHH-HH-HBH"],"OpenClaw|Qwen3.5-4B|NVDA":["BHBSBHHHB--HBHHBHBHBHHHHBBBSBHHBHBHBHHS-HBSH-HBHHHHHH-HHHHHH-","BBHHBSBHBHBHBHHBBBHBHBSHBHB-BBHHBBHBHBSH-HHH-HHBHHBHHHHBHHHHH","HHHHBHHHHHBHHHHBHBBBHH-HHBHBHHHHHBHBHBHSHHHHHHHH-HHHH-HHHHHHB"],"OpenClaw|Qwen3.5-4B|TSLA":["HHHHHHHBHHHHHHBHHHHHHHHHBHHHBH-H-HHBHBHH-SBHHHHHHHHH-BHHHHHBH","BSHH-HHHHHHHHHBHHH-HHHHHHBHHBHHH-HHHHHHHHHBHHHHHH-HHHHBHBHHHH","HHHHBHHHHHHHSHBBHHHH-HHHHHHHBSSSHHHSHBHHHHHHHHHHHHHHHHHBHBHBS"],"OpenClaw|Qwen3.5-9B|AAPL":["HHHHBHHBHBHBHBBHB-SHB-BSHBH-BSHH-SHBHBHHHHHH-HHH-HH-HHSHHHBHH","HH-B----HHBS--BBB---B-BHB-BSBHBBH-H-BBBHHH--BSHH-BHH-BHHBH-HB","SSSSSSBSBHBHBSSSBBB-BBB-BBBHBHHBBSS-BBBHHHHHHH-HBH-H-HH-HHBHH"],"OpenClaw|Qwen3.5-9B|MSFT":["BHB-BHHHBS-HBB-BBBBBBSBB-HBSSHHBHBH-BBBHBBBBBHHBSBH--HBHHBSHH","H-BB-H-HHBH-BBBBB-B-HBHHBSB-HBH--HBSH-BHBBBBBBHBH-HBB-H-H-BHB","HBSBBHB--HBBHHBHBBBH-H-BHBHBHHHBH-BSBBHBHBBBB-HB-HH-BHHBHHBBH"],"OpenClaw|Qwen3.5-9B|NVDA":["BBHBBH-B-HBHSBHBHBBBB--HBHB-BBSSHBHBBBHBS-BHBBHBHHB-HH-BH-HBS","BHHBBH-BBHHHBHBBHBBBBH-BS-BB-BHBBB-BBBH-HHHHBBHBSSHHH-HHBBSBS","B-BBBH-BBHBSHHBB-BBBBHHHS-BHHB-HBHBBBBHBBHHH-HHBHHBHHHBH-HBHB"],"OpenClaw|Qwen3.5-9B|TSLA":["HSSHSBHHHHHBSBBHH-HHBHH-BHHBBHB-HHHBHBSBHHB-SH-BS-BHHSHHBBH--","-S--HHHHHSSHSSBB-HHSHHHH-HHHB-H-HHHH-BSH-HHHHHHBSH--HBSSHB-HH","HHHSSBH-HBH-BHBBHHHH---HSSBBBSHHHHH--BSHBSBB-HBBSSSBHHHH-BHSS"],"OpenClaw|Claude Sonnet 5|AAPL":["SSSSSHBBBBBSBBBBBBBBBBBBBBBBBHSBBHBBBBBHBBSSSBBBSSBBSSSSBBBSS","HSSHSHBBBBSSBBBBBBBBBBBBBBBBBHSBBSBBBBBHBBSSSBBBSSSBSSSBBBBSS","SSSHSSBBBBHBBBBBBBBBBBBBBBBBBHSBBSBBBBBHHHSSSBBBSHSBSSSBBBBSS"],"OpenClaw|Claude Sonnet 5|MSFT":["BBHBBHBHSSSHSHBBBBBHSSSHSSBSSSSSSSSSBBBSBBBBBBBBHSBHSSSSSSSSH","BHSBBHBHSBHBSSBBBBBHSSSBHBBBBHBSBBBSBBBSBBBBBBBBSSBHSSSSSSSSH","BSSBBBBBSBSBSBBBBBBHHSHBHBBSBSSSBSBSBBBHBBBBBBBBBSBHSSSSSSSSS"],"OpenClaw|Claude Sonnet 5|NVDA":["BBBBBBBHBHBBHBBBBBBBBBHSSBBBBBHBBBBBBBHSBSBBSBBBBHBHHSSSSBSSS","BBBBBHHHBSBBHBBBBBBBBHSSSBBBBBHBBBBBBBBSBHBBSBBBBBBSSSSSSBSSS","BBBBBBBBBSBBHBBBBBBBBBSSSBBBBBHBBBBBBBBSBSBBSBBBBHHHHSSSSBSSS"],"OpenClaw|Claude Sonnet 5|TSLA":["SSBSSHBBBSSSSBBBSSBSBSSSSSBBBSHSSSBSBBSSBSBBSBBBSSBBSSBBBBSSS","SSBSSSBBBSSSSBBBSHBSBSSSSHBBBBBSSHBSSBBSBSBBHBHBHSBBSSSBBBSSS","SSBSSBBBBSSSSBBBSSBSBSSSSBBBBBBSSHBSBBHSBSBBSHBBSSBBHSBBBBSSS"],"ReAct|DeepSeek-V3.2|AAPL":["SSSHSBBBBBBSHBSBBHHBBHBHHBBHBHSBSHSHBBBHSSSHSSSSSHSHSHBBHSSBH","HSBBHBBBBBBSBSBBBBHBBBBSHBBBBHBBSSBBBBBHSSBBHSHHSBBSSSBBSSBSS","SSSBSHBBBHBSHBBBBHHSBHBHSSBBHSSHBSHBBBBSBSSHSHBHSHBHSHSSHSBSS"],"ReAct|DeepSeek-V3.2|MSFT":["BSHBBHHSSBHBBHSHBBHBBBBHSHBSHBHBHBBBHSBBSBBBBBBSSHBSSSSBBBSBB","BSHBBSBSSHBBHSBBBBHBBBHBBHBSHSHBBBBSBBHBBBBBBBHBSSHBSHSSHBBBS","BBHHBHHSHBBSBSHBHBBHBHBSBBBSHBSHSBSHBBBSHBBBHBBSSSSSHSHSBBHBB"],"ReAct|DeepSeek-V3.2|NVDA":["BBBHBBSHBSBSBBBBBBBBHSBBSBBBBBSBBBBHBBHSSHHBHBHBHSBSSSHSSSHHB","BBBSHBSBSSBHBHBBBBBHBSBHBBBBBBSBBBBBHBHBHBBSBBBBHSSHSHSSSSBHS","BSSBBSSHSSHBBBBBBBBBBSBSHBBBBBSBHBBHHBSHSSBHBHBBHSSSHSBSSHBSH"],"ReAct|DeepSeek-V3.2|TSLA":["BSSSSSHHSSSSSHBHHHBSBBSHBSSBBBSSHSSSBSSSHSBHSBSBSSBHBSHSHSSHS","SSHSHHSHHSSSSHBBSHBSHSSBBSHBHSHSSHSSSBSSHSBHSBHBSSBBSSBSHSHSH","SSSSSHBHSHSSSSHSSSSSHSSHBSHSHSBSSSSHBBSSSHBSSSHBSSSHSHBHBSSSB"],"ReAct|DeepSeek-V4-Pro|AAPL":["SSSHBHBBBBBBHBBBBHBBBBBBHHH-HHSHHSBBBBBSSSSSHBBHSSHBSSBBBBBBS","SSSHHBBBBBHBBBBBBBBBBBBBBBBHHHSHSSBBBBBHHHSSSHBHSSSBSSHBBBBSS","SSSSSHBBBBBHBSBBBBBBBBBBBBBHBHSHBSBBBBBSBSSSSBBSSBSBSSSBBBBSS"],"ReAct|DeepSeek-V4-Pro|MSFT":["BSSBBSBSBSBBBBBBBBBHBSHHBBBSSSSSBBBSBBBBBBBBBBHSSSHSSSHBBHBBB","SSSHHHHHSSHHHBBBBBBBBHHBHBBHSHHHBHHSHBBHBBBBBBHSSSHHSSBSHBBHB","BSSBBSBSHBB-BHBBBBBBSSSBSBBSHSSHBHHSHBBBBBBBBBBHSSHSSSSSSSHBH"],"ReAct|DeepSeek-V4-Pro|NVDA":["BHHSHSSHBSBBSBBBBBBBBSSSSBBBBBSBBBBBBBSSSHBBSBBBBHBSSSSHSBSSS","HBSSBBSSSSBHSBBBBBBBBSSSHBBBBBHBBBBBBBSSBHBBSBBBBHSSSSHHSBSSS","BBSSBSSSBSBHSBBBBBBBBSSSBBBBBBSBBBBBBBBSHSBBSBBBBBBHSSSHSBSSS"],"ReAct|DeepSeek-V4-Pro|TSLA":["SSSSSSSHHSSSSHBBHHBSHSSSSHHBBSHHSSHSHBSSHSHBSBSBSSSBSSHBBSSSS","SSSSSSHHBSSSSSBBSSBSBSSHBBBBBSHSSSSSHBHSHSBBSBBBHSSBSSSHBSSHS","SSHSSHSHHSSSSHBBHSHSHSSSSSHBBSBSSHHSHBSSHBBBSBHBHSSBSHSSHSSSS"],"ReAct|GPT-5.4|AAPL":["HSSSSBBBBBBSBBBBBBBBBBBBBBBBBSSHHSBBBBBSSSSSSSBSSHHBSSSSBBBSS","HBBBSBBBBBBSBBBBBBBBBBBBBBBBBBSHSSBBBBBSSSSSSHBBSSSBSSSSSSSSS","SSSBSBBBBBBHBBBBBBBBBBBBBBBBBBSBHSBBBBBSHSSSSSBSSSBBSSSBBBBSS"],"ReAct|GPT-5.4|MSFT":["BBSBBBBBSBSBBBBBBHSSBSSBSHBSSSSSSSHSSBBSBBBBBBBBBSBH-SSSSSSHB","BSSBBBBHSBSBBBBBHBSSSSSBSBBSSSSSSSSSBBHBBBBBBBBBBSHHBSSSSSHBB","BBSBBHHHSSBBBSBBBHSBBSSBBBBSSSSSBSBSBBBHBBBBBBBBBSBBSBSSBSSSB"],"ReAct|GPT-5.4|NVDA":["BBBBBSSBBSBBSBBBBBBBBSBSBBBBBHHBBBBBBBSSBSBBBBBBBSBSSSBSSBSSS","BBBSBBHBBSBBSBBBBBBBBSBBBBBBBBSBBBBBBBSBSSBHHBBBBHHSSSSSSHSSS","BBBBBBBBHSHHBBHBBBBBBBSSSBBBBBHBBBBBBBSBBSBSSBBBBHSSSSSSSHSBS"],"ReAct|GPT-5.4|TSLA":["SSBSSSBBBSSSSSBBSSSSSSSSHBBBHSBSSSSSSBSSBSSBSBSSSSSBSSBSBSSSS","SSSSSSSHHSSSSSBBSHSSBSSSSSBBBSSSSHSSSBSSBSHHSBSBSHHBHHBBBSSSS","SSHSSSBHBSSSSHBBSSSSBSSSBSBBBSSSSSSSSHSSHSBBSSSBSSSBSSSSBSSSS"],"ReAct|Qwen3.5-4B|AAPL":["BHBHBHBHBSSHBHBBHBHBHHBHHBHHBSSSBHBHBSHBHBBHHBHHBHHHHHBHBHHBH","BSHHSHBSBBHBHHBHBHHBHBHBHHHHBSSHHHHBHBBSHHBHHHHHHHHHBSHHHHHBH","HHHBHHBHBSSBHHHBHBHBHBHBHBHHBSSHHHHBBHBSHHHBHHHHHBHBHHHHBHBHB"],"ReAct|Qwen3.5-4B|MSFT":["BHHHHBHHHHHBHBHBHBHBHHHBHHBBSBHBHHBHBHHHBHHBHBHHHHBHBHBHHBSSS","BSBHBHHHBSBHBHHBHBHHHBHHBHBHBHHHHBHBHHBHHBHBHHHHHHHBHHHBHHHHB","BHHBBHBHBBHHHHHHHBHHHBSHHHBHHHHHBHBHBBHHBHHBHBHHHBBSHHHBHBHHH"],"ReAct|Qwen3.5-4B|NVDA":["BHBHBHHBHSBHBHBHBHBHBSSHBBHBHHHBBHBHHBBHHHHHHHHBHHHBSSSHHBSBH","BHBHBHHHBHHBHHHBHBBHBHHHBHBBHBSHBHBHBHBSHHBHHHHBHHHHHBHHHHHBH","BHHHBHHBBSBHHHHBHBHHBHHBHBHBHHHBHBBHBBSHBHHHHHBBHHHHBHHBHHHHB"],"ReAct|Qwen3.5-4B|TSLA":["HSHHHHHHHHHHBHBBHHBSHHHHSHHBHBHHHHHHHHHHHHBHHHHSBHHHHHBHHHHHH","HHHHHHHHHHHHHHBHHHHBHHHHHHHBBSHHHHHHHHHHHBHHHHHBHHHBHHHHHHHHH","HBHHHHHHH-HBHHBHHHHBHHHHBHHBHHHHHHHBHBHHHHBHHHHBHHHBHHBHBHHHH"],"ReAct|Qwen3.5-9B|AAPL":["BHBHBBHBHBHBBBBHBBSBBHBHBSBHBHBHHSHBBHBHBHHBHBHHBSSBSHBHBHHBH","BSHBBSSHBHBHBHBBHBHBBBBHBBBHBBSHHHBHBBHBHBHBSHHHHHHHBSBSHHBSS","BHBHSHBHBHBHBHBBHBHBBHBHBHBBHHBHHSHBHBHBBHBSBHHHHBBBSSSBSHBHB"],"ReAct|Qwen3.5-9B|MSFT":["BHBHBHHBSHHBBHBBBBBHBBHBHBBSBHBSBHBBBHBHHBHBHBHBHSHBSHBSSBSHH","BSBHBHHHHBBHHBHBHBHHBSBBSHBBHBBSBHBBHBBHHBBBBBHBHHBHBBHBBBHBH","BBHBBHBHBSBHBHBHBHBBHBSHHBBHBHBHBBBSHBBHBBHBHHHBHHBSHHBSSBBSS"],"ReAct|Qwen3.5-9B|NVDA":["BHBHBHHBBSBHHBHBBHBHBSSHBBHBBHBBHBBBBBSSSSBHBBBHBHBHSSHBBBBHH","BHBHBHHHBHBBSHHBBBBBHSBSBBBHBHBBHBBHBBHBSHBHHHHBHHBHHHBHHHHBH","BHBHBHBHBHBHHBBBBBBBBHBHBHBBBBSBBBBHBBBSHBBBBHBHHBHHHSBBSBHHB"],"ReAct|Qwen3.5-9B|TSLA":["HHBSHBSSSSSSSSBBSHHBHHHBBHBBBHHHHHHHHBHHHHBHBHHBHBBBHHBHHHBSS","BSHHBHHHHBHHBHBBHHHBHHSSSSH-BHBHHHHHHHHHHBBHSSHBBHHBHSSHHHBHH","SSHHHHHBHSHHBSHHHSSSHHHBSSHBHHBSHHHHHBHHBSBHHHHBHHBHHBHBBHHHB"],"ReAct|Claude Sonnet 5|AAPL":["SSSSSHBBBBHHBBBBBBBBBBBBBBBBBHSBBSBBBBBBBBHHSBBBHBBBHSSBBBBSS","HSSHSSHBBHBSBBBBBBBBBBBBBBBBBBHBBBBBBBBHBBBHSBBBHSBBSSSBBBBHS","SSSSSSHBBBSSBBBBBBBBBBBBBBBBBHSBBHHBBBBHBBHSSBBBSBBBSSSBBBBBS"],"ReAct|Claude Sonnet 5|MSFT":["HSSBBHBHBBSBSSHBBBBHSSHBSHBHSSSSHBBHBBBSBBBBBBBBHSBHSSSSHBSHB","HHHBBHBHSHSSHHBBBBBHSSHHSHBHSSSSHBBSBBBBBBBBBBBBHSBHSSSSSHSHH","BHSHBHBHSHBHSHBBBBBHHSHBSBBHSSSSSBBSBBBBBBBBBBBBHHBBHSSSHBSSB"],"ReAct|Claude Sonnet 5|NVDA":["BBBBBBHHBHBBHBBBBBBBBBSSSBBBBBBBBBBBBBHSBBBBBBBBHHBHSSSBBBHHS","BBBBBBBBBHBBHBBBBBBBBBSSSBBBBBBBBBBBBBHHBBBBHBBBHBBBHSSBSBHSS","BBBBBBBBBHBBHBBBBBBBBHHSSBBBBBHBBBBBBBHSBBBBSBBBHSBHSSBHHBSSS"],"ReAct|Claude Sonnet 5|TSLA":["SSBSSSBBBSHSSBBBHHBSBSSSSBBBBHBHSHHSHBHSBSBBSBSBHSHHSSHBBBSSS","BSBSSBBBBHSSSBBBSSBSBSSSSBBBBHBSSBBSBBSSBSBBSBHBHSBBSSBBBBSSS","SSBSSSHBBSHSSBBBSHHSBSSSSBBBBSHSSSHSHBHSHSBBSBHBSSHHHSHBBBSSS"]},"hedging":{"Claude Code|DeepSeek-V3.2":["RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCRHHHHCHHLRHHHH","RHHHHHHHHHHHHHHHHHHHCRCRHHHHHHHHHHHCRHHHHHCHRHHHHHHHHHHCRHHHH","RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCRHHCCRHHCRCLHHHCLHHCLCRHHHC"],"Claude Code|DeepSeek-V4-Pro":["RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLRHHHHHHHHLHRHHHHHHHHHHH","LHHHRHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCRHHHHHHHHCHRHHHHHCRHHHH"],"Claude Code|GPT-5.4":["HRHHHHCLHHCHLCRHHHLCRHCRHHHHHHHHCHHHHHHHHHHHHLCHHLHHHHHCRHHCL","HRHHCHHLHHCHLCRHHHCHRHCRCHRCHHRCHHLCHHHHHHHHHLCHHLCHHHHHRHCLH","RHHHCHHLHHCHLCRHHCLCRHHHCRHHCHRCHHRHCHHRCHHHHLCHLCLHHHCHHHLHH"],"Claude Code|Qwen3.5-4B":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLHHHHHHHHHHHHHH-HHHHHHHHHHHH","LHCLHHHCHLCHHHLHHHHHHHCLHHCHLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","LHHHHHHHHHHHCLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCHRHHHHHHHHHHHHHH"],"Claude Code|Qwen3.5-9B":["LHHHHHHHHCHHHHHHHHRHHCLCLHCLHHHHHHHHHHHHHCHLHHRHHCRHHHHHHLHRC","LHHHCLHHCLHHCHHLHCLLHHHHHHHHHHRCHLHR-HHHHHHHCHHRHHHHCHHHHHHLH","LHRLLRHHHHHHHHHHHHLHRLHRHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHR"],"Claude Code|Claude Sonnet 5":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","RHHHHHHHHHHHHHHHHHHCHHRHHCRHLHRLHHHHHHRHHHHHHHLHHRHHHHHHHHHHH","LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH"],"Codex|DeepSeek-V3.2":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLRCHLHHHHHHHCLHRHHLHHHHH","LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLHHHHRHHLHHHH","LHHHHHHHHHHHHHHHHHCRHHHHHHHHHHHHCRHCRHHHHHHHHHLHHHHHHHHHHHHHH"],"Codex|DeepSeek-V4-Pro":["RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLHRHHH","LHHHHHHHHHHHHHHHRLHHHHHHHHHHHHHHHHHHHHHHHHHRHHHHHLHHHRHLHHHRH","RHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLHHRHHLRHHHHHHH"],"Codex|GPT-5.4":["HRHHHHCLHHCHLCRHHCHRHCRHCRHHHHHHCRHHHHCHHHHHLHHHCLHHHHHHCHLHH","LHHHHCLHCLCLHCLHCHHLHHHCLHCHHHHHHLCHHHHHHLCLCHHHHRCHHHHHLHHHH","LHHHCHHHLHCLHCLCHHHLCLCLHCHHLCHHHLCLCHHHHLCLHCHHHRLCHHHHLHHHC"],"Codex|Qwen3.5-4B":["RHHHCLCRHHCLCRHHHHHHHHHHHHCHLHCHHHHHHRHHHHHHHHHCLHHHHHRHHHCLC","LHCLCRHHCRHHHHCLCRCRHHHCLHHHHCLCHHLHHHHHHHCLHHHHHHHHRHCLHCHHH","RHHHHHCLRHHHHHHHHHHHHHLHHHHHHHCLHHHHHHHCHLCLHHHHHHHHHHHHHRHHH"],"Codex|Qwen3.5-9B":["LHHHHCHLHCHHHLLCLHRCRRLLHLRHLCHLHHHHHHHHHHCHRHLCLHHHRHLHHHHHH","LHHHHCHRLHHHHHHHRHHL-CHRCRHCLCRLHCLHHHHHRHRCHLHHHCLHHHHHHHCHH","RLHHHHHHHCHRHLHRLHHCRCRHHLHHCRHCRHHCRCLHHHHHHHHHHHHHHHCHLHCLH"],"Codex|Claude Sonnet 5":["RHHHHHHHHHHHHHHHHHHHHHLRHHLHHHRHHHHLCRHHHHHHHHHHHLRHHHHHHCHHH","RHHHHHHHHHLRHHHHHHHHHCHHHHHHLRHHHHLHRHHHHHHHHHHHHCHHHHHHHHHHH","RHHHHHHHHHHHHHHHHHHHHHHHHHCHLHRHHHLCHHHHHHHHHHHHRHHCHHHHHHHHH"],"Hermes|DeepSeek-V3.2":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCLHHHHCLRHCLCLHHHHHHHHHHH","LCRHHHHCRLCLHCRHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLHHHHHHHHHHHHHHH","RHHHHHHHHHHHHHHHHHCRHHHHHHHHHHHHHHHHCHHHRHHHHHHLHHHHHRHHHHHHH"],"Hermes|DeepSeek-V4-Pro":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHRHHHLHHHHRHHHH","RHHHHHHHHHHHHHHHHHLRHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH","LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHRHHHLHHHRHHHHHHHHHHHHHHHLRLRHH"],"Hermes|GPT-5.4":["LHHHHCHHLHHHHHCHHHHLHHHHHCHHHHHHHHHHHHHHLHHHHRHHCHHHHHHHLHHHC","LHHHHHHHHHHHHHHCHHHHLHCLHHCHHHLCHHHHHHHHHHHHHRCHHHHHHHHHLHHHH","LCHHLCLHCLHHHHHCHHHLHHHHHCLCHHHHHHHLCRLCLHHHHCHHHHHHHHHHLHHHH"],"Hermes|Qwen3.5-4B":["LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHC","LHHHHHHHHHHHHHHHHHHHHHHHHRHHHHHHHCRHHHHHHHHHHHHHHLHHHHHHHHHHH","LHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHH"],"Hermes|Qwen3.5-9B":["LHHHHHRHHHLHHHHRHHLHHRLHHRHLHRLRHHRHLHHHHHRHHHHHHHHHHHHHHHHHL","RHHHHHLHRHHHHLRHLRHHHLHHHHHHHHHRHHHHHHHHHHHHHHHHHHHHHHHHCRHHH","LHLRLRHHLRHHLRLRLLRHHHRHHHHHCHLHHHHHHHHHHHHHHHHHHHHHHCHHHHHRH"],"Hermes|Claude Sonnet 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